书目名称 | Handbook of Metaheuristics |
编辑 | Michel Gendreau,Jean-Yves Potvin |
视频video | http://file.papertrans.cn/422/421651/421651.mp4 |
概述 | Provides a complete update to the handbook for the latest developments in metaheuristics methodologies.Offers a broad coverage of the concepts, implementations and applications in this important field |
丛书名称 | International Series in Operations Research & Management Science |
图书封面 |  |
描述 | The third edition of this handbook is designed to provide a broad coverage of the concepts, implementations, and applications in metaheuristics. The book’s chapters serve as stand-alone presentations giving both the necessary underpinnings as well as practical guides for implementation. The nature of metaheuristics invites an analyst to modify basic methods in response to problem characteristics, past experiences, and personal preferences, and the chapters in this handbook are designed to facilitate this process as well. This new edition has been fully revised and features new chapters on swarm intelligence and automated design of metaheuristics from flexible algorithm frameworks. The authors who have contributed to this volume represent leading figures from the metaheuristic community and are responsible for pioneering contributions to the fields they write about. Their collective work has significantly enriched the field of optimization in general and combinatorial optimization in particular.Metaheuristics are solution methods that orchestrate an interaction between local improvement procedures and higher level strategies to create a process capable of escaping from local optima |
出版日期 | Book 2019Latest edition |
关键词 | Metaheuristics; Optimization; Heuristics; Tabu Search; Memetic Algorithms; Stochastic Search; Search Optim |
版次 | 3 |
doi | https://doi.org/10.1007/978-3-319-91086-4 |
isbn_softcover | 978-3-030-08173-7 |
isbn_ebook | 978-3-319-91086-4Series ISSN 0884-8289 Series E-ISSN 2214-7934 |
issn_series | 0884-8289 |
copyright | Springer International Publishing AG, part of Springer Nature 2019 |